Memory-efficient Continual Learning with Neural Collapse Contrastive
Fuente:
arXiv
Saved in:
| Main Authors: | Dang, Trung-Anh, Nguyen, Vincent, Vu, Ngoc-Son, Vrain, Christel |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse
by: Dang, Trung-Anh, et al.
Published: (2025)
by: Dang, Trung-Anh, et al.
Published: (2025)
Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition
by: Nguyen, Duc-Anh, et al.
Published: (2023)
by: Nguyen, Duc-Anh, et al.
Published: (2023)
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
by: Bui, Anh, et al.
Published: (2025)
by: Bui, Anh, et al.
Published: (2025)
Provable Contrastive Continual Learning
by: Wen, Yichen, et al.
Published: (2024)
by: Wen, Yichen, et al.
Published: (2024)
SuoiAI: Building a Dataset for Aquatic Invertebrates in Vietnam
by: Vo, Tue, et al.
Published: (2025)
by: Vo, Tue, et al.
Published: (2025)
Learning to Stop Overthinking at Test Time
by: Bao, Hieu Tran, et al.
Published: (2025)
by: Bao, Hieu Tran, et al.
Published: (2025)
Thought Flow Nets: From Single Predictions to Trains of Model Thought
by: Schuff, Hendrik, et al.
Published: (2021)
by: Schuff, Hendrik, et al.
Published: (2021)
LoCO: Low-rank Compositional Rotation Fine-tuning
by: Nguyen, An, et al.
Published: (2026)
by: Nguyen, An, et al.
Published: (2026)
Holistic Continual Learning under Concept Drift with Adaptive Memory Realignment
by: Ashrafee, Alif, et al.
Published: (2025)
by: Ashrafee, Alif, et al.
Published: (2025)
LightCL: Compact Continual Learning with Low Memory Footprint For Edge Device
by: Wang, Zeqing, et al.
Published: (2024)
by: Wang, Zeqing, et al.
Published: (2024)
Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning
by: Liu, Geng, et al.
Published: (2025)
by: Liu, Geng, et al.
Published: (2025)
VDInstruct: Zero-Shot Key Information Extraction via Content-Aware Vision Tokenization
by: Nguyen, Son, et al.
Published: (2025)
by: Nguyen, Son, et al.
Published: (2025)
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation
by: Nguyen, Tuan, et al.
Published: (2024)
by: Nguyen, Tuan, et al.
Published: (2024)
Contrastive Continual Multi-view Clustering with Filtered Structural Fusion
by: Wan, Xinhang, et al.
Published: (2023)
by: Wan, Xinhang, et al.
Published: (2023)
Signal Collapse in One-Shot Pruning: When Sparse Models Fail to Distinguish Neural Representations
by: Saikumar, Dhananjay, et al.
Published: (2025)
by: Saikumar, Dhananjay, et al.
Published: (2025)
Joint Memory Frequency and Computing Frequency Scaling for Energy-efficient DNN Inference
by: Han, Yunchu, et al.
Published: (2025)
by: Han, Yunchu, et al.
Published: (2025)
CodeCytos: AI-assisted spatial molecular imaging analysis via code-augmented agent action space
by: Vo, Hung Q., et al.
Published: (2026)
by: Vo, Hung Q., et al.
Published: (2026)
Non-negative Contrastive Learning
by: Wang, Yifei, et al.
Published: (2024)
by: Wang, Yifei, et al.
Published: (2024)
A Markovian View of Iterative-Feedback Loops in Image Generative Models: Neural Resonance and Model Collapse
by: Vats, Vibhas Kumar, et al.
Published: (2026)
by: Vats, Vibhas Kumar, et al.
Published: (2026)
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization
by: Nguyen, Dang, et al.
Published: (2024)
by: Nguyen, Dang, et al.
Published: (2024)
EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction
by: Lin, Hsi-Che, et al.
Published: (2025)
by: Lin, Hsi-Che, et al.
Published: (2025)
Retrospective Feature Estimation for Continual Learning
by: Nguyen, Nghia D., et al.
Published: (2024)
by: Nguyen, Nghia D., et al.
Published: (2024)
Domain Transfer Becomes Identifiable via a Single Alignment
by: Shrestha, Sagar, et al.
Published: (2026)
by: Shrestha, Sagar, et al.
Published: (2026)
Generalization Bounds for Robust Contrastive Learning: From Theory to Practice
by: Tran, Ngoc N., et al.
Published: (2023)
by: Tran, Ngoc N., et al.
Published: (2023)
Adaptive Multi-head Contrastive Learning
by: Wang, Lei, et al.
Published: (2023)
by: Wang, Lei, et al.
Published: (2023)
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning
by: Bouhsine, Taha, et al.
Published: (2024)
by: Bouhsine, Taha, et al.
Published: (2024)
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
by: Li, Hongwei Bran, et al.
Published: (2024)
by: Li, Hongwei Bran, et al.
Published: (2024)
Contrastive Learning Is Spectral Clustering On Similarity Graph
by: Tan, Zhiquan, et al.
Published: (2023)
by: Tan, Zhiquan, et al.
Published: (2023)
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning
by: Oh, Jeongheon, et al.
Published: (2024)
by: Oh, Jeongheon, et al.
Published: (2024)
Interactive Medical Image Analysis with Concept-based Similarity Reasoning
by: Huy, Ta Duc, et al.
Published: (2025)
by: Huy, Ta Duc, et al.
Published: (2025)
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
by: Tan, Zhaorui, et al.
Published: (2024)
by: Tan, Zhaorui, et al.
Published: (2024)
A Closer Look at Multimodal Representation Collapse
by: Chaudhuri, Abhra, et al.
Published: (2025)
by: Chaudhuri, Abhra, et al.
Published: (2025)
Semantic Compositions Enhance Vision-Language Contrastive Learning
by: Aladago, Maxwell, et al.
Published: (2024)
by: Aladago, Maxwell, et al.
Published: (2024)
Implicit Contrastive Representation Learning with Guided Stop-gradient
by: Lee, Byeongchan, et al.
Published: (2025)
by: Lee, Byeongchan, et al.
Published: (2025)
Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning
by: Yaras, Can, et al.
Published: (2024)
by: Yaras, Can, et al.
Published: (2024)
Multi-Label Contrastive Learning for Abstract Visual Reasoning
by: Małkiński, Mikołaj, et al.
Published: (2020)
by: Małkiński, Mikołaj, et al.
Published: (2020)
Do Generated Data Always Help Contrastive Learning?
by: Wang, Yifei, et al.
Published: (2024)
by: Wang, Yifei, et al.
Published: (2024)
Universal Multi-Domain Translation via Diffusion Routers
by: Kieu, Duc, et al.
Published: (2025)
by: Kieu, Duc, et al.
Published: (2025)
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
by: Kim, Gyuhak, et al.
Published: (2023)
by: Kim, Gyuhak, et al.
Published: (2023)
Grounding Continuous Representations in Geometry: Equivariant Neural Fields
by: Wessels, David R, et al.
Published: (2024)
by: Wessels, David R, et al.
Published: (2024)
Similar Items
-
SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse
by: Dang, Trung-Anh, et al.
Published: (2025) -
Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition
by: Nguyen, Duc-Anh, et al.
Published: (2023) -
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
by: Bui, Anh, et al.
Published: (2025) -
Provable Contrastive Continual Learning
by: Wen, Yichen, et al.
Published: (2024) -
SuoiAI: Building a Dataset for Aquatic Invertebrates in Vietnam
by: Vo, Tue, et al.
Published: (2025)